Automatic Design of Scheduling Policies for Dynamic Multi-objective Job Shop Scheduling via Cooperative Coevolution Genetic Programming

About this item

Title

Automatic Design of Scheduling Policies for Dynamic Multi-objective Job Shop Scheduling via Cooperative Coevolution Genetic Programming

Content partner

FigShare

Collection

FigShare

Description

A scheduling policy strongly influences the performance of a manufacturing system. However, the design of an effective scheduling policy is complicated and time consuming due to the complexity of each scheduling decision, as well as the interactions among these decisions. This paper develops four new multi-objective genetic programming-based hyperheuristic (MO-GPHH) methods for automatic design of scheduling policies, including dispatching rules and due-date assignment rules in job shop envir...

Read more

Format

Other

Date created

27 Oct, 2020

Creator

S Nguyen / Mengjie Zhang / M Johnston / K Chen Tan

URL

https://figshare.com/articles/journal_contribution/Automatic_Design_of_Scheduling_Policies_for_Dy...

Related subjects

Artificial Intelligence & Image Processing / Electrical and Electronic Engineering / Information Systems / Artificial Intelligence and Image Processing

What is the copyright status of this item?

Creative Commons

This item appears to be licensed under a Creative Commons Attribution (BY) CC International license.

More Information

FigShare has this to say about the rights status of this item:

http://figshare.com/licensing

You can learn more about the rights status of this item at: http://creativecommons.org/licenses/by/4.0

What can I do with this item?

You must always check with FigShare to confirm the specific terms of use, but this is our understanding:

Non-infringing use

NZ Copyright law does not prevent every use of a copyright work. You should consider what you can and cannot do with a copyright work.

Share it

This item is suitable for copying and sharing with others, without further permission.

Modify it

This item is suitable for modifying, remixing and building upon, without further permission.

Use it commercially

This item is suitable for commercial use, without further permission.